Latest Research in Welding Techniques and Residual Stresses

20 research papers · 2026 median publication year

Top Research Topics in Welding Techniques and Residual Stresses

Highest-Cited Papers

  1. Automated detection of edge trimming-induced delamination in GFRPs using SIFT-based image registration and differencing
  2. Benchmarking one-class and binary classifiers for weld defect detection using acoustic emission signals
  3. PCA-Enhanced Geometric Inspection: Robust Anomaly Detection in Industrial Settings
  4. From Benchmark Performance to Tool Deployment: Human-in-the-Loop Anomaly Detection
  5. StripePoint-YOLO: Task-Adaptive Detection of Multi-Type Weld Seam Keypoints in Noisy Industrial Welding Scenes
  6. Equipment-centric workpiece localization in near real-time using deep learning-based vision and event-driven finite state machines
  7. ActiveInspect: GRPO-Optimized Multi-Sensor Evidence Selection for Industrial Defect Detection
  8. Proposal of a Framework for Screw Appearance Anomaly Detection Using a Rotational Imaging System
  9. Deep learning-based detection transformer (DETR) for defect identification in shielded metal arc welding plate joints
  10. A Scene-Aware Confidence-Guided YOLO Framework for Robust Weld Seam Tracking Under Intense Arc Interference
  11. Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models
  12. Analysis of Trolley Wire Wear and Temperature on an Electric Train Catenary System Based on Image Processing
  13. An AI-Based Vision System for Detecting Defects in Resistance Spot Welding and Predicting Maintenance in Robotic Cells
  14. Enhanced Seam Segmentation for Automated Welding Robot in Construction Through Transfer Learning: Addressing Limitations of Bilateral Segmentation Network
  15. Analysis of Automated Digital Multimeter Readings Using LabVIEW OCR and YOLOv8s-Based Object Detection
  16. A Review and Prospect of Appearance Defect Detection Methods for High Voltage Equipment Based on Vision Large Models
  17. Binocular Vision-Based Image Extraction and Feature Analysis of Weld Beads in 316L Wire Arc Additive Manufacturing
  18. Robust Monitoring of Arc Welding Processes: A Generalizable Framework with DVAE and Particle Filter
  19. M2WPR-Net: Robust Multimodal Weld Quality Assessment via Cross-Modal Attention
  20. Motion-Robust Optical Granulometry for Comminution Circuits: A Multi-Stream Temporal Deep Learning Framework
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2026 AUG Q2

Welding Techniques and Residual Stresses

20 papers

Top Topics (10)

Welding Techniques and Residual Stresses5
Industrial Vision Systems and Defect Detection2
Machine Learning2
Computer Vision and Pattern Recognition2
Mechanical Behavior of Composites1
Gait Recognition and Analysis1
Electrical Contact Performance and Analysis1
Advanced Welding Techniques Analysis1
Image and Object Detection Techniques1
Advanced Neural Network Applications1

Top Publications (20)

1.Automated detection of edge trimming-induced delamination in GFRPs using SIFT-based image registration and differencing2.Benchmarking one-class and binary classifiers for weld defect detection using acoustic emission signals3.PCA-Enhanced Geometric Inspection: Robust Anomaly Detection in Industrial Settings4.From Benchmark Performance to Tool Deployment: Human-in-the-Loop Anomaly Detection5.StripePoint-YOLO: Task-Adaptive Detection of Multi-Type Weld Seam Keypoints in Noisy Industrial Welding Scenes6.Equipment-centric workpiece localization in near real-time using deep learning-based vision and event-driven finite state machines7.ActiveInspect: GRPO-Optimized Multi-Sensor Evidence Selection for Industrial Defect Detection8.Proposal of a Framework for Screw Appearance Anomaly Detection Using a Rotational Imaging System9.Deep learning-based detection transformer (DETR) for defect identification in shielded metal arc welding plate joints10.A Scene-Aware Confidence-Guided YOLO Framework for Robust Weld Seam Tracking Under Intense Arc Interference11.Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models12.Analysis of Trolley Wire Wear and Temperature on an Electric Train Catenary System Based on Image Processing13.An AI-Based Vision System for Detecting Defects in Resistance Spot Welding and Predicting Maintenance in Robotic Cells14.Enhanced Seam Segmentation for Automated Welding Robot in Construction Through Transfer Learning: Addressing Limitations of Bilateral Segmentation Network15.Analysis of Automated Digital Multimeter Readings Using LabVIEW OCR and YOLOv8s-Based Object Detection16.A Review and Prospect of Appearance Defect Detection Methods for High Voltage Equipment Based on Vision Large Models17.Binocular Vision-Based Image Extraction and Feature Analysis of Weld Beads in 316L Wire Arc Additive Manufacturing18.Robust Monitoring of Arc Welding Processes: A Generalizable Framework with DVAE and Particle Filter19.M2WPR-Net: Robust Multimodal Weld Quality Assessment via Cross-Modal Attention20.Motion-Robust Optical Granulometry for Comminution Circuits: A Multi-Stream Temporal Deep Learning Framework
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